We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC3 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
71.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
40.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
20.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
317.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
308.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
303.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
291.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
259.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
245.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
241.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
240.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
239.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
231.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
226.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
223.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
222.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
220.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
218.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
217.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
211.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
209.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
206.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
206.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
204.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
197.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
196.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
195.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
193.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
193.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
189.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
188.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
178.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
175.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
175.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
172.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
166.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
165.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
164.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
164.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
163.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
163.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
162.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
162.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
157.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
157.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
157.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
157.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
157.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
156.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
156.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
155.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
154.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
154.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
154.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
153.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
153.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
152.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
152.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
151.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
151.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
150.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
150.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
150.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
149.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
149.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
149.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
148.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
146.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
145.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
144.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
144.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
143.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
142.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
142.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
140.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
140.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
140.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
139.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
137.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
136.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
136.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
135.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
133.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
133.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
133.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
132.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
131.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
131.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
131.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
130.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
129.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
129.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
127.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
127.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
126.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
125.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
124.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
124.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
121.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
121.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
120.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
120.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
120.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
120.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
119.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
119.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
119.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
119.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
119.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
117.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
117.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
117.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
116.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
116.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
115.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
114.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
114.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
114.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
113.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
112.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
112.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
111.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
111.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
110.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
110.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
110.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
108.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
108.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
108.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
107.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
107.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
106.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
106.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
106.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
106.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
105.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
104.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
103.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
103.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
103.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
103.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
102.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
102.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
101.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
101.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
101.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
101.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
101.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
100.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
100.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
100.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
99.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
97.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
97.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
97.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
97.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
97.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
97.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
96.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
96.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
96.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
94.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
94.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
94.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
93.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
92.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
92.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
91.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
91.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
90.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
90.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
90.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
90.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
90.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
90.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
90.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
90.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
89.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
89.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
88.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
88.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
87.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
87.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
87.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
86.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
86.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
86.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
86.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
85.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
84.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
84.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
84.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
84.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
84.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
83.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
83.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
83.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
83.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
82.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
82.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
82.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
82.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
81.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
81.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
81.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
80.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
80.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
80.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
79.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
79.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
79.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
79.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
78.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
78.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
78.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
77.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
77.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
77.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
77.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
76.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
76.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
76.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
76.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
76.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
75.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
75.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
75.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
75.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
75.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
74.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
74.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
74.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
74.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
74.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
74.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
73.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
73.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
73.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
72.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
71.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
71.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
71.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
71.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
71.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
70.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
70.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
70.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
70.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
70.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
69.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
69.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
69.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
68.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
68.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
68.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
68.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
68.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
68.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
67.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
67.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
67.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
67.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
66.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
66.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
66.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
66.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
65.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
65.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
65.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
65.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
64.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
64.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
64.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
64.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
63.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
63.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
63.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
63.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
63.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
62.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
62.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
62.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
62.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
62.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
62.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
61.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
60.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
60.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
60.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
60.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
60.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
60.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
59.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
59.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
58.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
58.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
58.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
58.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
58.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
58.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
58.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
57.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
57.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
57.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
57.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
56.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
55.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
55.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
54.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
54.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
54.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
53.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
53.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
53.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
53.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
53.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
53.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
52.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
51.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
51.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
50.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
50.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
50.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
50.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
50.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
49.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
49.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
49.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
49.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
48.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
48.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
48.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
47.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
47.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
47.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
46.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
46.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
46.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
46.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
45.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
44.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
44.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
44.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
44.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
44.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
43.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
43.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
43.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
43.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
43.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
42.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
42.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
42.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
41.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
40.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
40.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
40.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
40.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
39.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
39.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
39.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
38.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
38.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
38.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
38.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
38.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
38.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
37.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
37.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
36.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
35.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
34.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
32.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
32.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
32.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
30.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
29.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
29.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
29.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
29.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
28.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
26.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
25.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
25.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
23.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
136.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
686.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
365.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
326.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
302.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
295.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
277.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
272.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
270.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
266.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
266.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
247.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
243.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
238.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
231.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
229.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
225.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
223.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
221.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
216.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
211.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
209.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
205.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
199.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
199.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
193.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
186.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
184.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
180.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
179.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
171.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
171.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
164.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
161.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
153.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
152.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
152.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
150.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
146.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
140.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
136.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
136.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
135.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
135.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
134.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
130.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
128.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
125.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
123.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
120.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
120.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
120.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
112.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
103.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
99.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
98.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
97.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
90.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
88.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
88.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
87.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
87.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
87.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
86.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
85.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
84.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
84.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
76.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
73.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
61.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
61.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
58.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
56.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
56.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
53.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
51.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
49.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
33.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
23.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
20.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
143.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
123.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
111.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
92.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
92.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
85.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
79.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
67.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
66.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
66.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
62.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
58.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
57.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
55.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
55.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
54.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
54.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
54.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
53.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
52.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
49.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
41.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
41.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
40.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
39.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
38.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
36.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
35.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
33.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
33.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
33.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
33.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
32.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
32.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
31.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
31.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
30.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
28.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
28.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
27.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
27.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
26.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
26.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
24.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
24.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
24.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
24.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
23.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
23.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
21.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
21.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
20.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
19.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
16.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
15.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
13.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
13.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
3.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
2.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
